Guide
SDXL Prompts: Copy-Paste AI Image Prompt Library
By the FluxNote Editorial Team · Last updated: May 6, 2026
Quick Answer
A good SDXL prompt combines specificity with stylistic direction. Include: 1) Clear subject ("cybernetic fox" not "animal"), 2) Style descriptors ("isometric 3D render" or "wet charcoal sketch"), 3) Lighting/atmosphere ("volumetric neon glow"), 4) Composition notes ("extreme close-up with bokeh").
FluxNote's FLUX.2 Pro handles complex prompts best, while GPT Image 1.5 excels at text integration. Always test negative prompts for unwanted elements.
Full Guide
SDXL models revolutionized AI art with 1024px resolution and stronger prompt adherence. This guide covers:
- 1Prompt Formula: [Subject] + [Style] + [Lighting] + [Composition] + (optional: [Artist/Platform Reference])
Example: "Portrait of a steampunk librarian, intricate brass goggles, soft oil painting style with Rembrandt lighting, warm candlelit glow, centered composition"
- 1Model-Specific Notes:
- FLUX.2 Pro: Best for photorealism (18 credits). Add "8K UHD" and material details.
- GPT Image 1.5: Use "precise typography" for text-heavy images.
- Ideogram 3.0: Default for logos/text (14 credits). Specify font styles.
- Midjourney V7: Responds well to cinematic terms like "Kubrick symmetry".
- 1Fixes:
- Blurry faces: Add "detailed pupils, skin pores"
- Cropped subjects: Specify "full-body view"
- Overstyled: Use "minimalist" or "subtle"
Example Specs:
- 1"Isometric cyberpunk noodle shop, neon signage in Japanese, rain-soaked streets with volumetric lighting, 3D render style" (FLUX.2 Pro)
- 2"Children's book illustration of a mouse astronaut planting a flag on cheese moon, soft watercolor style, warm backlighting" (GPT Image 1.5)
- 3"Product photo of a transparent smartphone showing internal circuits, studio lighting with glass reflections, black background" (Ideogram 3.0)
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Prompt Pack
- Hyperrealistic portrait of a 90-year-old Maori warrior with traditional facial tattoos, skin texture showing every wrinkle, dramatic side lighting with rim light, shot on Canon EOS R5 --v 5 --ar 16:9 (FLUX.2 Pro)
- Anime character design sheet: female detective in 1920s Shanghai, qipao dress with art deco patterns, 3/4 view front/back/side poses, cel-shaded style with soft gradients --niji 6 (HiDream I1)
- Architectural visualization of a floating glass library in the Amazon rainforest, golden hour lighting through canopy, mist effects, Unreal Engine 5 render --style 4b (FLUX Schnell)
- Surrealist collage of a hummingbird with galaxy wings, vintage botanical illustration style, muted earth tones with gold leaf accents, symmetrical composition --testp (GPT Image 1.5)
- Packaging design for matcha chocolate bar, clean minimalist typography with Japanese woodblock-inspired patterns, flat lay photography with natural shadows --q 2 (Ideogram 3.0)
- Cyberpunk street food vendor with robotic arms serving ramen, neon pink/teal color scheme, cinematic wide-angle shot with depth of field --ar 3:2 (Seedream 4.0)
- Medieval illuminated manuscript page depicting aliens landing in a wheat field, intricate border designs with lapis lazuli pigments, aged parchment texture --style raw (Imagen 4.0 Ultra)
- Product mockup of a transparent e-ink tablet showing weather data, frost condensation effect, minimalist white background with copy space --chaos 20 (FLUX.2 Max)
- Character turnaround sheet for a steampunk octopus butler, 4 views with detailed brass prosthetic tentacles, ink and watercolor style --cref (Kontext Pro)
- Interior design concept for a futuristic Moroccan bathhouse, geometric star tiles with bioluminescent lighting, steam effects, wide shot --stylize 600 (Midjourney V7)
- Macro photo of a dewdrop on a spiderweb with rainbow refraction, black background, focus stacking technique --uplight (FLUX.2 Pro)
- Children's hospital mural design featuring friendly monsters doing medical jobs, bright primary colors, thick outlined cartoon style --tile (GPT Image 1.5)
- Dark fantasy book cover of a knight fighting shadow creatures, dynamic composition with moonlight breaking through clouds, painted style --version 3 (Seedream 3.0)
- Infographic illustration of human gut microbiome as a colorful alien cityscape, scientific accuracy with playful elements, isometric view --s 750 (Ideogram 3.0)
- Vintage travel poster for Mars colonization, 1930s art deco typography with retro-futuristic spacecraft, muted red/blue palette --ar 4:5 (Imagen 4.0 Fast)
- Claymation-style still of a raccoon chef baking cookies in a treehouse kitchen, warm lighting with practical light sources, stop-motion texture --style cute (Nano Banana 2)
- Neon noir scene of a detective owl in a rainy alleyway, reflections on wet pavement, dramatic chiaroscuro lighting --test --creative (FLUX.2 Pro)
- Tactical diagram of a fantasy airship with labeled components, technical drawing style with parchment background, ink and quill aesthetic --v 4 (GPT Image 1.5)
- Surreal portrait where the subject's face is made of swirling autumn leaves, golden hour backlighting, photorealistic details --style 4c (Imagen 4.0 Ultra)
- Isometric pixel art of a cyber cafe in 1999, CRT monitors and bean bags, vibrant 16-bit color palette --pixar (Seedream 3.0)
- Food photography of rainbow-colored dumplings in bamboo steamer, overhead shot with steam rising, pastel background --ar 1:1 (Ideogram 3.0)
- Concept art for a bioluminescent deep-sea research station, pressure-resistant dome with glowing marine life outside, cinematic lighting --chaos 40 (FLUX.2 Max)
- Minimalist logo mark combining a brain and satellite dish, thin line vector style, monochrome with optional teal accent --q 1 (Ideogram 3.0)
- Whimsical illustration of a snail mail carrier delivering letters to fairy houses, soft gouache style, morning mist atmosphere --style expressive (Nano Banana 2)
- Fashion editorial shot of a model wearing a dress made of living vines, jungle background with dappled sunlight, medium format film grain --s 600 (FLUX.2 Pro)
- Scientific diagram of an imaginary insect with exaggerated anatomical features, Victorian entomology illustration style, ink cross-hatching --v 5 (GPT Image 1.5)
- Drone footage perspective of a zen garden forming a mandala pattern, symmetrical composition with raked gravel textures --ar 9:16 (Seedream 4.0)
- Retro game cover for "Alien Bowling Championship", 1980s airbrush art style with glowing pins and neon lanes --style retro (Imagen 4.0 Fast)
- Cutaway illustration of a wizard's tower showing hidden rooms, medieval manuscript style with humorous details in margins --cref (Kontext Max)
- Macro jewelry photo of an engagement ring with light refracting through sapphire, black velvet background, commercial product shot --style raw (FLUX.2 Pro)
Comparison
| model | score | bestFor | limitation |
|---|---|---|---|
| FLUX.2 Pro | 9.5/10 | Photorealism, complex details | Higher credit cost (18 per image) |
| GPT Image 1.5 | 8/10 | Text integration, instruction following | Less stylistic range |
| Ideogram 3.0 | 9/10 | Typography/logos | Struggles with photorealism |
| Midjourney V7 | 8.5/10 | Cinematic compositions | No API access |
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